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Compressed Sensing

Language EnglishEnglish
Book Hardback
Book Compressed Sensing Yonina C. EldarGitta Kutyniok
Libristo code: 02050473
Publishers Cambridge University Press, May 2012
Compressed sensing is an exciting, rapidly growing field, attracting considerable attention in elect... Full description
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Compressed sensing is an exciting, rapidly growing field, attracting considerable attention in electrical engineering, applied mathematics, statistics and computer science. This book provides the first detailed introduction to the subject, highlighting recent theoretical advances and a range of applications, as well as outlining numerous remaining research challenges. After a thorough review of the basic theory, many cutting-edge techniques are presented, including advanced signal modeling, sub-Nyquist sampling of analog signals, non-asymptotic analysis of random matrices, adaptive sensing, greedy algorithms and use of graphical models. All chapters are written by leading researchers in the field, and consistent style and notation are utilized throughout. Key background information and clear definitions make this an ideal resource for researchers, graduate students and practitioners wanting to join this exciting research area. It can also serve as a supplementary textbook for courses on computer vision, coding theory, signal processing, image processing and algorithms for efficient data processing.

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About the book

Full name Compressed Sensing
Language English
Binding Book - Hardback
Date of issue 2012
Number of pages 558
EAN 9781107005587
ISBN 1107005582
Libristo code 02050473
Weight 1102
Dimensions 184 x 255 x 30
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